CORRESPONDENCE: BiometricsNo Access

BIONIC FACE RECOGNITION USING GABOR TRANSFORMATION

GUANGHUI HE

College of Computer Science, Chongqing University, Chongqing 400030, P. R. China

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YUANYAN TANG

College of Computer Science, Chongqing University, Chongqing 400030, P. R. China

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BIN FANG

College of Computer Science, Chongqing University, Chongqing 400030, P. R. China

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, and

Patrick S. P. WANG

College of Computer and Information Science Northeastern University, Boston, MA 02115, USA

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https://doi.org/10.1142/S021800141100866XCited by:9 (Source: Crossref)

Abstract

In this paper, we propose a bionic face recognition method based on Gabor feature. First, Gabor features are extracted from face images, followed by dimensionality reduction using 2DPCA algorithm, which serves as the feature vectors of the proposed method. Finally, the bionic classifier is trained for classification. The experiment on AR and PIE face database is reported to show the effectiveness of the proposed method and compare it with Gabor-2DPCA algorithm and Gabor-PCA algorithm.

Keywords:

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